3D model-based hand tracking using stochastic direct search method

  title={3D model-based hand tracking using stochastic direct search method},
  author={John Y. Lin and Ying Wu and Thomas S. Huang},
  journal={Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004. Proceedings.},
Tracking the articulated hand motion in a video sequence is a challenging problem in which the main difficulty arises from the complexity of searching for an optimal motion estimate in a high dimensional configuration space induced by the articulated motion. Considering that the complexities of this problem mmay be reduced by learning th lower dimensional manifold of the articulation motion in the configuration space, we propose a new representation for the nonlinear manifold of the articulated… CONTINUE READING
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Sclaroff . Estimating 3 d hand pose from a cluttered image

  • S.
  • Proc . IEEE Conf . on Computer Vision and Pattern…
  • 2003

A tutorial on particle filters for on-line non-linear/non-gaussian bayesian tracking

  • S. Arulampalam, S. Maskell, N. Gordon, T. Clapp
  • IEEE Transactions of Signal Processing,
  • 2002
2 Excerpts

Athitsos . 3 D hand pose re - construction using specialized mappings

  • S. Kumar.
  • Proc . IEEE Int ’ l Conf . on Computer Vision
  • 2001

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